Big Data with Data Mining

Abstract

Big Data relates large-volume, complex, increasing data sets with multiple independent sources. With the rapid evolution of data, data storage and the networking collection capability, Big Data are now speedily expanding in all science and engineering domains. Big Data mining is the ability of extracting constructive information from huge streams of data or datasets, that due to its variability, volume, and velocity [4]. Data mining includes exploring and analyzing big quantity of data to locate different molds for big data. Artificial intelligence (AI) and statistics are the fields which develop these techniques, This paper discusses a characterizes applications of Big Data processing model and Big Data revolution, from the data mining outlook [2]. The analysis of big data can be troublesome because it often involves the collection and storage of mixed data based on different patterns or rules (heterogeneous mixture data). This has made the heterogeneous mixture property of data a very important issue [5]. We are in a world of increasing data; the day-by-day generation of data becomes very vast. The true of it lies in collecting these data, analyze and perform some computations to obtain some meaningful information. This meaningful information can be derived using some data mining tasks [8]. In short we can call big data as a ?asset? and data mining is a “handler? that is used to provide beneficial results. To perform these analysis data mining algorithms can be used and also the big data methods [7]. The research dealt with exploration methods and tools for big data. It identifies the challenges encountered in the analysis of big data. Such huge data is now referred to as Big Data. Big data mining leads to the discovery of the useful information from huge data repositories [9]. However, this huge amount of data hinders existing data mining tools and thus creates new research challenges that open the door for new research opportunities [6]. In this paper, we provide an overview of the research challenges and opportunities of big data mining. We present the technologies and platforms that are required for mining big data. A number of applications that can benefit from mining big data are also discussed. We discuss the status of big data mining, current efforts and future research directions in the UAE [1].